Cautions about Hypothesis Tests Tutorial

4 Tutorials that teach Cautions about Hypothesis Tests

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Video Chapters

(00:00 - 01:10) Introduction to Motivating Context

(01:11 - 02:10) Discussion of Caution involving Test Conditions

(02:11 - 03:50) Discussion of Caution involving Level of Significance and p-value

(03:51 - 05:09) Discussion of the Multiple Testing Problem

(05:10 - 05:21) Definition of Multiple Testing Problem

(05:22 - 05:51) Discussion on Avoiding Hypothesis Test Issues

Terms to Know

Multiple Testing Problem: A problem that occurs when multiple hypothesis tests are performed on a population leading to an increase in false positive tests.

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Cautions about Hypothesis Tests

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Video Chapters